Triple

T2574377
Position Surface form Disambiguated ID Type / Status
Subject U.S. Chemical Demilitarization Program E57740 entity
Predicate legalBasis P125 FINISHED
Object Public Law 100-456
Public Law 100-456 is a U.S. federal statute, part of the 1989 National Defense Authorization Act, that among other defense provisions mandated and governed the destruction of the nation’s chemical weapons stockpile.
E278855 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Public Law 100-456 | Statement: [U.S. Chemical Demilitarization Program, legalBasis, Public Law 100-456]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 100-456
Context triple: [U.S. Chemical Demilitarization Program, legalBasis, Public Law 100-456]
  • A. Public Law 107-56
    Public Law 107-56 is the formal designation of the USA PATRIOT Act, a 2001 U.S. federal law that significantly expanded government surveillance and counterterrorism powers following the September 11 attacks.
  • B. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • C. Public Law 107-296
    Public Law 107-296 is the U.S. federal statute that created the Department of Homeland Security and reorganized numerous government agencies to enhance national security following the September 11, 2001 attacks.
  • D. Public Law 99-145
    Public Law 99-145 is a U.S. federal statute enacted in 1985 that, among other defense provisions, mandated the safe destruction of the nation’s stockpile of chemical weapons and established the framework for the Chemical Demilitarization Program.
  • E. Public Law 100-430
    Public Law 100-430 is the U.S. federal statute commonly known as the Fair Housing Amendments Act of 1988, which expanded and strengthened protections against housing discrimination.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Public Law 100-456
Triple: [U.S. Chemical Demilitarization Program, legalBasis, Public Law 100-456]
Generated description
Public Law 100-456 is a U.S. federal statute, part of the 1989 National Defense Authorization Act, that among other defense provisions mandated and governed the destruction of the nation’s chemical weapons stockpile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 100-456
Target entity description: Public Law 100-456 is a U.S. federal statute, part of the 1989 National Defense Authorization Act, that among other defense provisions mandated and governed the destruction of the nation’s chemical weapons stockpile.
  • A. Public Law 107-56
    Public Law 107-56 is the formal designation of the USA PATRIOT Act, a 2001 U.S. federal law that significantly expanded government surveillance and counterterrorism powers following the September 11 attacks.
  • B. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • C. Public Law 107-296
    Public Law 107-296 is the U.S. federal statute that created the Department of Homeland Security and reorganized numerous government agencies to enhance national security following the September 11, 2001 attacks.
  • D. Public Law 99-145 chosen
    Public Law 99-145 is a U.S. federal statute enacted in 1985 that, among other defense provisions, mandated the safe destruction of the nation’s stockpile of chemical weapons and established the framework for the Chemical Demilitarization Program.
  • E. Public Law 100-430
    Public Law 100-430 is the U.S. federal statute commonly known as the Fair Housing Amendments Act of 1988, which expanded and strengthened protections against housing discrimination.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ab4a51410081908501dcf8bad9adc4 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd38792288190a39420cab126bf03 completed March 7, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83aefb00819095a6ab26f9bb61d9 completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af8483e06481908990180259beaa5a completed March 10, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69af84e909308190a6a1a2e818f263c4 completed March 10, 2026, 2:41 a.m.
Created at: March 6, 2026, 9:48 p.m.